Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments

Rügemer L, Leins D (2026)
Presented at the 2nd German Robotics Conference.

Kurzbeitrag Konferenz / Poster | Englisch
 
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Abstract / Bemerkung
We present a perception-driven pipeline that converts a mapped environment into a simulation-ready digital twin by incrementally enriching the robot’s internal world state representation in the Entity Component World Model (ECWM), reconstructing object assets with SAM 3D, and exporting scenes to MuJoCo ROS, yielding consistent parallel testing, planning, and behavior validation. The resulting simulated scene can be used for action validation, manipulationfeasibility checks, motion prediction, and what-if reasoning, supporting robust decision making in dynamic environments such as RoboCup@Home scenarios.
Erscheinungsjahr
2026
Konferenz
2nd German Robotics Conference
Page URI
https://pub.uni-bielefeld.de/record/3017032

Zitieren

Rügemer L, Leins D. Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments. Presented at the 2nd German Robotics Conference.
Rügemer, L., & Leins, D. (2026). Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments. Presented at the 2nd German Robotics Conference.
Rügemer, Leroy, and Leins, David. 2026. “Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments”. Presented at the 2nd German Robotics Conference .
Rügemer, L., and Leins, D. (2026).“Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments”. Presented at the 2nd German Robotics Conference.
Rügemer, L., & Leins, D., 2026. Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments. Presented at the 2nd German Robotics Conference
L. Rügemer and D. Leins, “Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments”, Presented at the 2nd German Robotics Conference, 2026.
Rügemer, L., Leins, D.: Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments. Presented at the 2nd German Robotics Conference (2026).
Rügemer, Leroy, and Leins, David. “Perception-Driven Digital Twin Generation for Simulation-Ready Robotic Environments”. Presented at the 2nd German Robotics Conference, 2026.
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2026-05-27T10:11:43Z
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